codecov-commenter commented on PR #18961: URL: https://github.com/apache/hudi/pull/18961#issuecomment-4680290642
## [Codecov](https://app.codecov.io/gh/apache/hudi/pull/18961?dropdown=coverage&src=pr&el=h1&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) Report :x: Patch coverage is `70.35611%` with `308 lines` in your changes missing coverage. Please review. :white_check_mark: Project coverage is 68.19%. Comparing base ([`c40f765`](https://app.codecov.io/gh/apache/hudi/commit/c40f765ce58d306ed299499781690f785c6bfdd9?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)) to head ([`5e10346`](https://app.codecov.io/gh/apache/hudi/commit/5e103467e3b7232b1c7d86c1f2b0ee009856630d?dropdown=coverage&el=desc&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache)). :warning: Report is 24 commits behind head on master. | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18961?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Patch % | Lines | |---|---|---| | [...e/hudi/variant/Spark4VariantShreddingProvider.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fvariant%2FSpark4VariantShreddingProvider.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LWNvbW1vbi9zcmMvbWFpbi9qYXZhL29yZy9hcGFjaGUvaHVkaS92YXJpYW50L1NwYXJrNFZhcmlhbnRTaHJlZGRpbmdQcm92aWRlci5qYXZh) | 48.10% | [95 Missing and 28 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [...ariantShreddingInferenceInternalRowFileWriter.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fio%2Fstorage%2Frow%2FVariantShreddingInferenceInternalRowFileWriter.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvaW8vc3RvcmFnZS9yb3cvVmFyaWFudFNocmVkZGluZ0luZmVyZW5jZUludGVybmFsUm93RmlsZVdyaXRlci5qYXZh) | 57.42% | [29 Missing and 14 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [...a/org/apache/hudi/avro/HoodieAvroWriteSupport.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FHoodieAvroWriteSupport.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2F2cm8vSG9vZGllQXZyb1dyaXRlU3VwcG9ydC5qYXZh) | 73.68% | [19 Missing and 16 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [...o/storage/VariantShreddingInferenceFileWriter.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fio%2Fstorage%2FVariantShreddingInferenceFileWriter.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvaW8vc3RvcmFnZS9WYXJpYW50U2hyZWRkaW5nSW5mZXJlbmNlRmlsZVdyaXRlci5qYXZh) | 82.79% | [13 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [...ariant/Spark41VariantShreddingSchemaInferrer.scala](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fhudi%2Fvariant%2FSpark41VariantShreddingSchemaInferrer.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL2h1ZGkvdmFyaWFudC9TcGFyazQxVmFyaWFudFNocmVkZGluZ1NjaGVtYUluZmVycmVyLnNjYWxh) | 65.21% | [5 Missing and 11 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [.../hudi/io/storage/hadoop/VariantReconstruction.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fio%2Fstorage%2Fhadoop%2FVariantReconstruction.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2lvL3N0b3JhZ2UvaGFkb29wL1ZhcmlhbnRSZWNvbnN0cnVjdGlvbi5qYXZh) | 79.10% | [7 Missing and 7 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [...va/org/apache/hudi/common/schema/HoodieSchema.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fcommon%2Fschema%2FHoodieSchema.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvY29tbW9uL3NjaGVtYS9Ib29kaWVTY2hlbWEuamF2YQ==) | 71.73% | [3 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [...g/apache/hudi/avro/AvroVariantSampleExtractor.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FAvroVariantSampleExtractor.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9BdnJvVmFyaWFudFNhbXBsZUV4dHJhY3Rvci5qYXZh) | 64.70% | [7 Missing and 5 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [.../java/org/apache/hudi/avro/VariantSchemaUtils.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FVariantSchemaUtils.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9WYXJpYW50U2NoZW1hVXRpbHMuamF2YQ==) | 90.00% | [2 Missing and 10 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | [...e/hudi/io/storage/SparkVariantSampleExtractor.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fio%2Fstorage%2FSparkVariantSampleExtractor.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvaW8vc3RvcmFnZS9TcGFya1ZhcmlhbnRTYW1wbGVFeHRyYWN0b3IuamF2YQ==) | 73.68% | [2 Missing and 3 partials :warning: ](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | ... and [8 more](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | <details><summary>Additional details and impacted files</summary> ```diff @@ Coverage Diff @@ ## master #18961 +/- ## ============================================ - Coverage 68.77% 68.19% -0.58% - Complexity 29091 29663 +572 ============================================ Files 2517 2552 +35 Lines 139822 143659 +3837 Branches 17209 18000 +791 ============================================ + Hits 96167 97975 +1808 - Misses 35883 37600 +1717 - Partials 7772 8084 +312 ``` | [Flag](https://app.codecov.io/gh/apache/hudi/pull/18961/flags?src=pr&el=flags&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | | |---|---|---| | [common-and-other-modules](https://app.codecov.io/gh/apache/hudi/pull/18961/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.80% <41.63%> (+0.54%)` | :arrow_up: | | [hadoop-mr-java-client](https://app.codecov.io/gh/apache/hudi/pull/18961/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.55% <18.83%> (-0.20%)` | :arrow_down: | | [spark-client-hadoop-common](https://app.codecov.io/gh/apache/hudi/pull/18961/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `47.75% <14.79%> (-0.30%)` | :arrow_down: | | [spark-java-tests](https://app.codecov.io/gh/apache/hudi/pull/18961/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `48.41% <33.49%> (-0.91%)` | :arrow_down: | | [spark-scala-tests](https://app.codecov.io/gh/apache/hudi/pull/18961/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `44.93% <63.90%> (-0.29%)` | :arrow_down: | | [utilities](https://app.codecov.io/gh/apache/hudi/pull/18961/flags?src=pr&el=flag&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | `37.13% <15.64%> (-0.16%)` | :arrow_down: | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#carryforward-flags-in-the-pull-request-comment) to find out more. | [Files with missing lines](https://app.codecov.io/gh/apache/hudi/pull/18961?dropdown=coverage&src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | Coverage Δ | | |---|---|---| | [...ache/hudi/avro/VariantShreddingSchemaInferrer.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Favro%2FVariantShreddingSchemaInferrer.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvYXZyby9WYXJpYW50U2hyZWRkaW5nU2NoZW1hSW5mZXJyZXIuamF2YQ==) | `100.00% <100.00%> (ø)` | | | [...apache/hudi/common/config/HoodieStorageConfig.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fcommon%2Fconfig%2FHoodieStorageConfig.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvY29tbW9uL2NvbmZpZy9Ib29kaWVTdG9yYWdlQ29uZmlnLmphdmE=) | `89.48% <100.00%> (+0.63%)` | :arrow_up: | | [.../apache/hudi/common/table/TableSchemaResolver.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fcommon%2Ftable%2FTableSchemaResolver.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jb21tb24vc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvY29tbW9uL3RhYmxlL1RhYmxlU2NoZW1hUmVzb2x2ZXIuamF2YQ==) | `87.84% <100.00%> (+0.13%)` | :arrow_up: | | [...udi/io/storage/hadoop/HoodieAvroParquetReader.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-hadoop-common%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fio%2Fstorage%2Fhadoop%2FHoodieAvroParquetReader.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1oYWRvb3AtY29tbW9uL3NyYy9tYWluL2phdmEvb3JnL2FwYWNoZS9odWRpL2lvL3N0b3JhZ2UvaGFkb29wL0hvb2RpZUF2cm9QYXJxdWV0UmVhZGVyLmphdmE=) | `93.44% <100.00%> (+0.46%)` | :arrow_up: | | [...rces/parquet/Spark40HoodieParquetReadSupport.scala](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark40HoodieParquetReadSupport.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQwSG9vZGllUGFycXVldFJlYWRTdXBwb3J0LnNjYWxh) | `78.94% <ø> (ø)` | | | [...ion/datasources/parquet/Spark40ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.0.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark40ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjAueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQwUGFycXVldFJlYWRlci5zY2FsYQ==) | `95.73% <100.00%> (+0.73%)` | :arrow_up: | | [...ion/datasources/parquet/Spark41ParquetReader.scala](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-spark-datasource%2Fhudi-spark4.1.x%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fexecution%2Fdatasources%2Fparquet%2FSpark41ParquetReader.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1zcGFyay1kYXRhc291cmNlL2h1ZGktc3Bhcms0LjEueC9zcmMvbWFpbi9zY2FsYS9vcmcvYXBhY2hlL3NwYXJrL3NxbC9leGVjdXRpb24vZGF0YXNvdXJjZXMvcGFycXVldC9TcGFyazQxUGFycXVldFJlYWRlci5zY2FsYQ==) | `95.53% <100.00%> (+0.10%)` | :arrow_up: | | [.../hudi/io/storage/HoodieSparkFileWriterFactory.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fio%2Fstorage%2FHoodieSparkFileWriterFactory.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvaW8vc3RvcmFnZS9Ib29kaWVTcGFya0ZpbGVXcml0ZXJGYWN0b3J5LmphdmE=) | `90.14% <90.90%> (+0.14%)` | :arrow_up: | | [...i/io/storage/row/HoodieRowParquetWriteSupport.java](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fjava%2Forg%2Fapache%2Fhudi%2Fio%2Fstorage%2Frow%2FHoodieRowParquetWriteSupport.java&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vamF2YS9vcmcvYXBhY2hlL2h1ZGkvaW8vc3RvcmFnZS9yb3cvSG9vZGllUm93UGFycXVldFdyaXRlU3VwcG9ydC5qYXZh) | `78.36% <75.00%> (+2.09%)` | :arrow_up: | | [...scala/org/apache/spark/sql/hudi/SparkAdapter.scala](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree&filepath=hudi-client%2Fhudi-spark-client%2Fsrc%2Fmain%2Fscala%2Forg%2Fapache%2Fspark%2Fsql%2Fhudi%2FSparkAdapter.scala&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache#diff-aHVkaS1jbGllbnQvaHVkaS1zcGFyay1jbGllbnQvc3JjL21haW4vc2NhbGEvb3JnL2FwYWNoZS9zcGFyay9zcWwvaHVkaS9TcGFya0FkYXB0ZXIuc2NhbGE=) | `56.25% <0.00%> (-3.75%)` | :arrow_down: | | ... and [15 more](https://app.codecov.io/gh/apache/hudi/pull/18961?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) | | ... and [136 files with indirect coverage changes](https://app.codecov.io/gh/apache/hudi/pull/18961/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=apache) </details> <details><summary> :rocket: New features to boost 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